MRQA@EMNLP - researchr conference series publications

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Viewing Publication 1 - 30 from 30

2019

On Making Reading Comprehension More ComprehensiveMatt Gardner 0001, Jonathan Berant, Hannaneh Hajishirzi, Alon Talmor, Sewon Min. acl-mrqa 2019: 105-112 [doi]

ReQA: An Evaluation for End-to-End Answer Retrieval ModelsAmin Ahmad, Noah Constant, Yinfei Yang, Daniel Cer. acl-mrqa 2019: 137-146 [doi]

Book QA: Stories of Challenges and OpportunitiesStefanos Angelidis, Lea Frermann, Diego Marcheggiani, Roi Blanco, Lluís Màrquez. acl-mrqa 2019: 78-85 [doi]

Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading ComprehensionHangbo Bao, Li Dong 0004, Furu Wei, Wenhui Wang, Nan Yang 0002, Lei Cui 0001, Songhao Piao, Ming Zhou 0001. acl-mrqa 2019: 14-18 [doi]

CALOR-QUEST : generating a training corpus for Machine Reading Comprehension models from shallow semantic annotationsFrédéric Béchet, Cindy Aloui, Delphine Charlet, Géraldine Damnati, Johannes Heinecke, Alexis Nasr, Frédéric Herledan. acl-mrqa 2019: 19-26 [doi]

A Recurrent BERT-based Model for Question GenerationYing-Hong Chan, Yao-Chung Fan. acl-mrqa 2019: 154-162 [doi]

Evaluating Question Answering EvaluationAnthony Chen, Gabriel Stanovsky, Sameer Singh 0001, Matt Gardner 0001. acl-mrqa 2019: 119-124 [doi]

Multi-step Entity-centric Information Retrieval for Multi-Hop Question AnsweringRajarshi Das, Ameya Godbole, Dilip Kavarthapu, Zhiyu Gong, Abhishek Singhal, Mo Yu, Xiaoxiao Guo, Tian Gao, Hamed Zamani, Manzil Zaheer, Andrew McCallum. acl-mrqa 2019: 113-118 [doi]

Comprehensive Multi-Dataset Evaluation of Reading ComprehensionDheeru Dua, Ananth Gottumukkala, Alon Talmor, Sameer Singh 0001, Matt Gardner 0001. acl-mrqa 2019: 147-153 [doi]

Cross-Task Knowledge Transfer for Query-Based Text SummarizationElozino Egonmwan, Vittorio Castelli, Md. Arafat Sultan. acl-mrqa 2019: 72-77 [doi]

Proceedings of the 2nd Workshop on Machine Reading for Question Answering, MRQA@EMNLP 2019, Hong Kong, China, November 4, 2019Adam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen, editors, Association for Computational Linguistics, 2019. [doi]

MRQA 2019 Shared Task: Evaluating Generalization in Reading ComprehensionAdam Fisch, Alon Talmor, Robin Jia, Minjoon Seo, Eunsol Choi, Danqi Chen. acl-mrqa 2019: 1-13 [doi]

Extractive NarrativeQA with Heuristic Pre-TrainingLea Frermann. acl-mrqa 2019: 172-182 [doi]

Let Me Know What to Ask: Interrogative-Word-Aware Question GenerationJunmo Kang, Haritz Puerto San Roman, Sung-Hyon Myaeng. acl-mrqa 2019: 163-171 [doi]

Domain-agnostic Question-Answering with Adversarial TrainingSeanie Lee, Donggyu Kim, Jangwon Park. acl-mrqa 2019: 196-202 [doi]

D-NET: A Pre-Training and Fine-Tuning Framework for Improving the Generalization of Machine Reading ComprehensionHongYu Li, Xiyuan Zhang, Yibing Liu, Yiming Zhang, Quan Wang, Xiangyang Zhou, Jing Liu 0022, Hua Wu 0003, Haifeng Wang. acl-mrqa 2019: 212-219 [doi]

Answer-Supervised Question Reformulation for Enhancing Conversational Machine ComprehensionQian Li, Hui Su, Cheng Niu, Daling Wang, Zekang Li, Shi Feng, Yifei Zhang 0003. acl-mrqa 2019: 38-47 [doi]

Reasoning Over Paragraph Effects in SituationsKevin Lin, Oyvind Tafjord, Peter Clark, Matt Gardner 0001. acl-mrqa 2019: 58-62 [doi]

An Exploration of Data Augmentation and Sampling Techniques for Domain-Agnostic Question AnsweringShayne Longpre, Yi Lu, Zhucheng Tu, Chris DuBois. acl-mrqa 2019: 220-227 [doi]

Towards Answer-unaware Conversational Question GenerationMao Nakanishi, Tetsunori Kobayashi, Yoshihiko Hayashi. acl-mrqa 2019: 63-71 [doi]

Question Answering Using Hierarchical Attention on Top of BERT FeaturesReham A. Osama, Nagwa M. El-Makky, Marwan Torki. acl-mrqa 2019: 191-195 [doi]

Improving Question Answering with External KnowledgeXiaoman Pan, Kai Sun, Dian Yu, Jianshu Chen, Heng Ji, Claire Cardie, Dong Yu. acl-mrqa 2019: 27-37 [doi]

Bend but Don't Break? Multi-Challenge Stress Test for QA ModelsHemant Pugaliya, James Route, Kaixin Ma, Yixuan Geng, Eric Nyberg. acl-mrqa 2019: 125-136 [doi]

Generalizing Question Answering System with Pre-trained Language Model Fine-tuningDan Su, Yan Xu, Genta Indra Winata, Peng Xu, Hyeondey Kim, Zihan Liu, Pascale Fung. acl-mrqa 2019: 203-211 [doi]

Machine Comprehension Improves Domain-Specific Japanese Predicate-Argument Structure AnalysisNorio Takahashi, Tomohide Shibata, Daisuke Kawahara, Sadao Kurohashi. acl-mrqa 2019: 98-104 [doi]

CLER: Cross-task Learning with Expert Representation to Generalize Reading and UnderstandingTakumi Takahashi, Motoki Taniguchi, Tomoki Taniguchi, Tomoko Ohkuma. acl-mrqa 2019: 183-190 [doi]

Do Multi-hop Readers Dream of Reasoning Chains?Haoyu Wang, Mo Yu, Xiaoxiao Guo, Rajarshi Das, Wenhan Xiong, Tian Gao. acl-mrqa 2019: 91-97 [doi]

Improving the Robustness of Deep Reading Comprehension Models by Leveraging Syntax PriorBowen Wu, Haoyang Huang, Zongsheng Wang, Qihang Feng, Jingsong Yu, Baoxun Wang. acl-mrqa 2019: 53-57 [doi]

Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question AnsweringWenhan Xiong, Mo Yu, Xiaoxiao Guo, Hong Wang, Shiyu Chang, Murray Campbell, William Yang Wang. acl-mrqa 2019: 48-52 [doi]

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine ComprehensionYi-Ting Yeh, Yun-Nung Chen. acl-mrqa 2019: 86-90 [doi]

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